{"id":"W4376472587","doi":"10.1007/978-3-031-24663-0_31","title":"Dietary Supplements and Health: One Part Science, Nine Parts Hype","year":2023,"lang":"en","type":"book-chapter","venue":"Nutrition and health","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Newspaper; Variety (cybernetics); Advertising; Health claims on food labels; Health benefits; The Internet; Marketing; Business; Scientific evidence; Dietary supplement; Medicine; Traditional medicine; Food science; Biology; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007951793,0.0002428485,0.0006967262,0.0003465601,0.0005781009,0.00001705047,0.00005083842,0.00002604041,0.0006709817],"category_scores_gemma":[0.00001240619,0.0002250087,0.00004590899,0.00008297936,0.0004179065,0.00005863643,0.000127226,0.0003086595,0.00001972241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316723,"about_ca_system_score_gemma":0.0002676796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002418058,"about_ca_topic_score_gemma":0.0004054016,"domain_scores_codex":[0.9980133,0.0000160062,0.0005135663,0.0005149192,0.0005203874,0.0004218639],"domain_scores_gemma":[0.9989885,0.00003931727,0.0002128442,0.0001804003,0.0001004657,0.0004784375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002325269,0.0006089029,0.01196946,0.009360665,0.0003992219,0.0001002545,0.001166078,3.962975e-8,0.00001956474,0.05567293,0.6744936,0.2459767],"study_design_scores_gemma":[0.00394574,0.003562268,0.04121807,0.004713575,0.00006945959,0.00004468125,0.0003315172,0.000006335481,0.000007925544,0.003863274,0.9420168,0.0002202904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00693803,0.1028116,0.00003538063,0.6656762,0.00392968,0.009515982,0.002843958,0.0006221952,0.2076269],"genre_scores_gemma":[0.06592364,0.6068632,0.001377296,0.0358124,0.006147549,0.0002116929,0.005296607,0.000162906,0.2782047],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6298639,"threshold_uncertainty_score":0.9175589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3382029090058404,"score_gpt":0.4313977892207673,"score_spread":0.09319488021492695,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}